Robin Saige we check the tools AI agents call

automotive mcp server

com.thenextgennexus/automotive-mcp-server

Cars.com listings, VIN lookups, and dealer inventory for car-buying assistants.

— the operator's own registry description reported

Publisher com.thenextgennexus · first seen 2026-08-12 · endpoint https://nexgendata-mcp-proxy.steve-corbeil.workers.dev/automotive-mcp-server/mcp

allow
verdict
gateway
cluster
ok_tools
answers
2
tools served

Dependency rating derived

allow — gateway — safe to depend on

Cluster gateway · distinctiveness 0.678 (unusual). Every figure is a percentile or class within the 11,094-server censussee the whole spectrum.

Reach — can an agent get to it?
answersalive_tools
latency63 ms
vs populationtypical
protocolstale
authopen
Use — can it use it?
tools2
vs populationlow
capabilities3
harnessB
Trust — can it rely on it?
identityfarm_member
servers on its host33
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_76f070ba07c9e2c1adfb3270 · ed25519 · key rs-rcpt-2026-08 — this rating is tamper-evident; an agent gets the full signature from check_server and can verify it against the published key.

Tools last seen

car_market_analysis search_cars

Harness readiness observed

Can an agent's harness pick this tool and call it correctly? Graded on the three things an agent reads — name, description, typed parameters. Band B — usable, with rough edges.

legibility checktools passingok
name is clear & specific2/2
has a description2/2
description is substantive2/2
parameters are typed2/2
parameters are described0/20/2

2 of 2 tools graded · 2 with a captured input schema. RS-008, Tier-1 — no domain knowledge, applies to any tool. “Alive” is not the same as “usable”.

Truth checks observed

Not in the Tier-2 trade lane, or not yet checked. Tier-2 re-derives a server's answers against published primary sources — see truth checks.

Protocol conformance observed

2024-11-05
protocol version
session model
2.14.7
server version automotive-mcp-server

Capabilities: prompts resources tools

Drift

No confirmed drift on record. Baseline set 2026-08-14; changes appear here after human review.

History observed

Every probe we made, oldest → newest (2 shown, 2026-08-12 → 2026-08-14). Green answered · amber answered-but-walled · red no useful answer. A gap in our cadence is a gap in coverage, not evidence about the server.

changelog (1 events)
datetypewhat changed
2026-08-12outcomefirst probe: ok_tools
raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-14T19:58:34Zok_tools200632024-11-05
2026-08-12T05:33:48Zok_tools2001422024-11-05

Watch or embed this verdict

verdict badge

Operators: put the live verdict in your README — it updates with every census, links back here, and is a dated observation, never a warranty:

[![Robin Saige verdict](https://robinsaige.com/badge/com.thenextgennexus/automotive-mcp-server.svg)](https://robinsaige.com/s/com.thenextgennexus/automotive-mcp-server)

Depend on it? Subscribe to its change feed — outcome changes and confirmed drift, no account needed. Building on it? The full dossier as JSON — verdict, rating, truth checks, history — stable enough to gate CI on.

← overview